Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 16880 |
| Missing cells | 16061 |
| Missing cells (%) | 4.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.7 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 3 |
B is highly correlated with K | High correlation |
E is highly correlated with I | High correlation |
I is highly correlated with E | High correlation |
K is highly correlated with B | High correlation |
B is highly correlated with K | High correlation |
D is highly correlated with G and 1 other fields | High correlation |
E is highly correlated with F and 1 other fields | High correlation |
F is highly correlated with E | High correlation |
G is highly correlated with D | High correlation |
H is highly correlated with D | High correlation |
I is highly correlated with E | High correlation |
K is highly correlated with B and 1 other fields | High correlation |
S is highly correlated with K | High correlation |
B is highly correlated with K | High correlation |
D is highly correlated with G and 1 other fields | High correlation |
E is highly correlated with F and 1 other fields | High correlation |
F is highly correlated with E | High correlation |
G is highly correlated with D | High correlation |
H is highly correlated with D | High correlation |
I is highly correlated with E | High correlation |
K is highly correlated with B | High correlation |
K is highly correlated with S and 1 other fields | High correlation |
S is highly correlated with K | High correlation |
I is highly correlated with E | High correlation |
R is highly correlated with N | High correlation |
H is highly correlated with D | High correlation |
L is highly correlated with N | High correlation |
N is highly correlated with R and 1 other fields | High correlation |
B is highly correlated with K | High correlation |
D is highly correlated with H | High correlation |
E is highly correlated with I | High correlation |
C has 3197 (18.9%) missing values | Missing |
K has 12864 (76.2%) missing values | Missing |
D is highly skewed (γ1 = 49.39219407) | Skewed |
R is highly skewed (γ1 = 32.00153225) | Skewed |
A has 14234 (84.3%) zeros | Zeros |
D has 15935 (94.4%) zeros | Zeros |
E has 14257 (84.5%) zeros | Zeros |
F has 14925 (88.4%) zeros | Zeros |
G has 16425 (97.3%) zeros | Zeros |
H has 16597 (98.3%) zeros | Zeros |
I has 15998 (94.8%) zeros | Zeros |
L has 10847 (64.3%) zeros | Zeros |
Q has 16223 (96.1%) zeros | Zeros |
R has 16748 (99.2%) zeros | Zeros |
Reproduction
| Analysis started | 2021-06-29 20:05:52.131395 |
|---|---|
| Analysis finished | 2021-06-29 20:06:33.237922 |
| Duration | 41.11 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3092417062 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 14234 |
| Zeros (%) | 84.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.094063994 |
|---|---|
| Coefficient of variation (CV) | 3.537892762 |
| Kurtosis | 151.9499537 |
| Mean | 0.3092417062 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.258850455 |
| Sum | 5220 |
| Variance | 1.196976023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14234 | |
| 1 | 1554 | 9.2% |
| 2 | 564 | 3.3% |
| 3 | 233 | 1.4% |
| 4 | 125 | 0.7% |
| 5 | 51 | 0.3% |
| 6 | 43 | 0.3% |
| 7 | 21 | 0.1% |
| 8 | 18 | 0.1% |
| 10 | 6 | < 0.1% |
| Other values (11) | 31 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 14234 | |
| 1 | 1554 | 9.2% |
| 2 | 564 | 3.3% |
| 3 | 233 | 1.4% |
| 4 | 125 | 0.7% |
| 5 | 51 | 0.3% |
| 6 | 43 | 0.3% |
| 7 | 21 | 0.1% |
| 8 | 18 | 0.1% |
| 9 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 27 | 3 | |
| 20 | 3 | |
| 19 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 5 | |
| 13 | 4 | |
| 12 | 3 | |
| 11 | 3 |
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.645379147 |
| Minimum | -1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 125 |
| Negative (%) | 0.7% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 11 |
| 95-th percentile | 16 |
| Maximum | 20 |
| Range | 21 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.68649367 |
|---|---|
| Coefficient of variation (CV) | 0.6129838141 |
| Kurtosis | -0.7221092532 |
| Mean | 7.645379147 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.3718930065 |
| Sum | 129054 |
| Variance | 21.96322291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1342 | 8.0% |
| 3 | 1261 | 7.5% |
| 2 | 1241 | 7.4% |
| 4 | 1230 | 7.3% |
| 7 | 1212 | 7.2% |
| 5 | 1193 | 7.1% |
| 6 | 1170 | 6.9% |
| 8 | 1154 | 6.8% |
| 9 | 1139 | 6.7% |
| 10 | 1089 | 6.5% |
| Other values (11) | 4849 |
| Value | Count | Frequency (%) |
| -1 | 125 | 0.7% |
| 1 | 1342 | |
| 2 | 1241 | |
| 3 | 1261 | |
| 4 | 1230 | |
| 5 | 1193 | |
| 6 | 1170 | |
| 7 | 1212 | |
| 8 | 1154 | |
| 9 | 1139 |
| Value | Count | Frequency (%) |
| 20 | 49 | 0.3% |
| 19 | 112 | 0.7% |
| 18 | 194 | 1.1% |
| 17 | 254 | 1.5% |
| 16 | 489 | |
| 15 | 503 | |
| 14 | 613 | |
| 13 | 726 | |
| 12 | 879 | |
| 11 | 905 |
| Distinct | 9782 |
|---|---|
| Distinct (%) | 71.5% |
| Missing | 3197 |
| Missing (%) | 18.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39235.33998 |
| Minimum | 0 |
|---|---|
| Maximum | 617324 |
| Zeros | 143 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 1172 |
| median | 6173 |
| Q3 | 26888.5 |
| 95-th percentile | 324839 |
| Maximum | 617324 |
| Range | 617324 |
| Interquartile range (IQR) | 25716.5 |
Descriptive statistics
| Standard deviation | 91045.25288 |
|---|---|
| Coefficient of variation (CV) | 2.320490989 |
| Kurtosis | 12.21021267 |
| Mean | 39235.33998 |
| Median Absolute Deviation (MAD) | 6001 |
| Skewness | 3.502602667 |
| Sum | 536857157 |
| Variance | 8289238072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 143 | 0.8% |
| 4 | 37 | 0.2% |
| 2 | 35 | 0.2% |
| 6 | 32 | 0.2% |
| 3 | 29 | 0.2% |
| 8 | 26 | 0.2% |
| 18 | 25 | 0.1% |
| 9 | 24 | 0.1% |
| 10 | 23 | 0.1% |
| 14 | 19 | 0.1% |
| Other values (9772) | 13290 | |
| (Missing) | 3197 | 18.9% |
| Value | Count | Frequency (%) |
| 0 | 143 | |
| 1 | 4 | < 0.1% |
| 2 | 35 | 0.2% |
| 3 | 29 | 0.2% |
| 4 | 37 | 0.2% |
| 5 | 11 | 0.1% |
| 6 | 32 | 0.2% |
| 7 | 8 | < 0.1% |
| 8 | 26 | 0.2% |
| 9 | 24 | 0.1% |
| Value | Count | Frequency (%) |
| 617324 | 1 | |
| 613327 | 1 | |
| 591849 | 1 | |
| 589634 | 1 | |
| 571062 | 1 | |
| 570779 | 1 | |
| 570079 | 1 | |
| 569482 | 1 | |
| 569371 | 1 | |
| 565985 | 1 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1986966825 |
| Minimum | 0 |
|---|---|
| Maximum | 180 |
| Zeros | 15935 |
| Zeros (%) | 94.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 180 |
| Range | 180 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.042959025 |
|---|---|
| Coefficient of variation (CV) | 10.28179736 |
| Kurtosis | 3790.144004 |
| Mean | 0.1986966825 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 49.39219407 |
| Sum | 3354 |
| Variance | 4.173681576 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15935 | |
| 1 | 415 | 2.5% |
| 2 | 176 | 1.0% |
| 3 | 115 | 0.7% |
| 4 | 97 | 0.6% |
| 6 | 32 | 0.2% |
| 8 | 22 | 0.1% |
| 5 | 16 | 0.1% |
| 7 | 13 | 0.1% |
| 12 | 13 | 0.1% |
| Other values (21) | 46 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 15935 | |
| 1 | 415 | 2.5% |
| 2 | 176 | 1.0% |
| 3 | 115 | 0.7% |
| 4 | 97 | 0.6% |
| 5 | 16 | 0.1% |
| 6 | 32 | 0.2% |
| 7 | 13 | 0.1% |
| 8 | 22 | 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 180 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 40 | 2 | |
| 36 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 24 | 3 |
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4337085308 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 14257 |
| Zeros (%) | 84.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.53729665 |
|---|---|
| Coefficient of variation (CV) | 3.54453865 |
| Kurtosis | 109.7704487 |
| Mean | 0.4337085308 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.758762443 |
| Sum | 7321 |
| Variance | 2.363280991 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14257 | |
| 1 | 1163 | 6.9% |
| 2 | 466 | 2.8% |
| 3 | 325 | 1.9% |
| 4 | 300 | 1.8% |
| 6 | 99 | 0.6% |
| 8 | 80 | 0.5% |
| 5 | 69 | 0.4% |
| 10 | 22 | 0.1% |
| 12 | 22 | 0.1% |
| Other values (13) | 77 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 14257 | |
| 1 | 1163 | 6.9% |
| 2 | 466 | 2.8% |
| 3 | 325 | 1.9% |
| 4 | 300 | 1.8% |
| 5 | 69 | 0.4% |
| 6 | 99 | 0.6% |
| 7 | 21 | 0.1% |
| 8 | 80 | 0.5% |
| 9 | 21 | 0.1% |
| Value | Count | Frequency (%) |
| 45 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 3 | |
| 18 | 7 | |
| 16 | 7 | |
| 15 | 4 | |
| 14 | 7 |
| Distinct | 153 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01587849526 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 14925 |
| Zeros (%) | 88.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.038 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.09873035094 |
|---|---|
| Coefficient of variation (CV) | 6.217865693 |
| Kurtosis | 77.51231699 |
| Mean | 0.01587849526 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.524194942 |
| Sum | 268.029 |
| Variance | 0.009747682196 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14925 | |
| 1 | 130 | 0.8% |
| 0.002 | 96 | 0.6% |
| 0.003 | 86 | 0.5% |
| 0.004 | 72 | 0.4% |
| 0.006 | 66 | 0.4% |
| 0.005 | 62 | 0.4% |
| 0.001 | 52 | 0.3% |
| 0.25 | 46 | 0.3% |
| 0.01 | 46 | 0.3% |
| Other values (143) | 1299 | 7.7% |
| Value | Count | Frequency (%) |
| 0 | 14925 | |
| 0.001 | 52 | 0.3% |
| 0.002 | 96 | 0.6% |
| 0.003 | 86 | 0.5% |
| 0.004 | 72 | 0.4% |
| 0.005 | 62 | 0.4% |
| 0.006 | 66 | 0.4% |
| 0.007 | 46 | 0.3% |
| 0.008 | 44 | 0.3% |
| 0.009 | 27 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 130 | |
| 0.667 | 19 | 0.1% |
| 0.5 | 41 | 0.2% |
| 0.458 | 1 | < 0.1% |
| 0.429 | 3 | < 0.1% |
| 0.417 | 18 | 0.1% |
| 0.375 | 7 | < 0.1% |
| 0.35 | 3 | < 0.1% |
| 0.333 | 43 | 0.3% |
| 0.306 | 1 | < 0.1% |
| Distinct | 106 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005200296209 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 16425 |
| Zeros (%) | 97.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.05941924428 |
|---|---|
| Coefficient of variation (CV) | 11.42612688 |
| Kurtosis | 235.4130992 |
| Mean | 0.005200296209 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.86459402 |
| Sum | 87.781 |
| Variance | 0.00353064659 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16425 | |
| 1 | 49 | 0.3% |
| 0.25 | 25 | 0.1% |
| 0.003 | 16 | 0.1% |
| 0.022 | 12 | 0.1% |
| 0.013 | 12 | 0.1% |
| 0.001 | 12 | 0.1% |
| 0.002 | 11 | 0.1% |
| 0.5 | 11 | 0.1% |
| 0.009 | 11 | 0.1% |
| Other values (96) | 296 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 16425 | |
| 0.001 | 12 | 0.1% |
| 0.002 | 11 | 0.1% |
| 0.003 | 16 | 0.1% |
| 0.004 | 7 | < 0.1% |
| 0.005 | 8 | < 0.1% |
| 0.006 | 10 | 0.1% |
| 0.007 | 6 | < 0.1% |
| 0.008 | 6 | < 0.1% |
| 0.009 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 49 | |
| 0.667 | 5 | < 0.1% |
| 0.611 | 1 | < 0.1% |
| 0.5 | 11 | 0.1% |
| 0.417 | 4 | < 0.1% |
| 0.394 | 1 | < 0.1% |
| 0.333 | 8 | < 0.1% |
| 0.307 | 2 | < 0.1% |
| 0.28 | 1 | < 0.1% |
| 0.278 | 1 | < 0.1% |
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.05029620853 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 16597 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.531060179 |
|---|---|
| Coefficient of variation (CV) | 10.55865232 |
| Kurtosis | 452.5079917 |
| Mean | 0.05029620853 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.06245947 |
| Sum | 849 |
| Variance | 0.2820249137 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16597 | |
| 1 | 100 | 0.6% |
| 2 | 59 | 0.3% |
| 3 | 43 | 0.3% |
| 4 | 41 | 0.2% |
| 6 | 14 | 0.1% |
| 8 | 9 | 0.1% |
| 5 | 4 | < 0.1% |
| 12 | 4 | < 0.1% |
| 7 | 3 | < 0.1% |
| Other values (4) | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 16597 | |
| 1 | 100 | 0.6% |
| 2 | 59 | 0.3% |
| 3 | 43 | 0.3% |
| 4 | 41 | 0.2% |
| 5 | 4 | < 0.1% |
| 6 | 14 | 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 9 | 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 15 | 3 | < 0.1% |
| 12 | 4 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 9 | 0.1% |
| 7 | 3 | < 0.1% |
| 6 | 14 | 0.1% |
| 5 | 4 | < 0.1% |
| 4 | 41 |
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1440758294 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 15998 |
| Zeros (%) | 94.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8247607657 |
|---|---|
| Coefficient of variation (CV) | 5.724490841 |
| Kurtosis | 128.3258611 |
| Mean | 0.1440758294 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.356207256 |
| Sum | 2432 |
| Variance | 0.6802303207 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15998 | |
| 1 | 360 | 2.1% |
| 2 | 150 | 0.9% |
| 3 | 140 | 0.8% |
| 4 | 111 | 0.7% |
| 6 | 42 | 0.2% |
| 5 | 23 | 0.1% |
| 8 | 18 | 0.1% |
| 7 | 11 | 0.1% |
| 10 | 9 | 0.1% |
| Other values (7) | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 15998 | |
| 1 | 360 | 2.1% |
| 2 | 150 | 0.9% |
| 3 | 140 | 0.8% |
| 4 | 111 | 0.7% |
| 5 | 23 | 0.1% |
| 6 | 42 | 0.2% |
| 7 | 11 | 0.1% |
| 8 | 18 | 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 16 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 12 | 7 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 9 | |
| 9 | 4 | < 0.1% |
| 8 | 18 | |
| 7 | 11 |
J
Categorical
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 132.0 KiB |
| AR | |
|---|---|
| BR | |
| MX | |
| ES | 314 |
| US | 230 |
| Other values (14) | 213 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 33760 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | UY |
|---|---|
| 2nd row | UY |
| 3rd row | UY |
| 4th row | UY |
| 5th row | UY |
Common Values
| Value | Count | Frequency (%) |
| AR | 9329 | |
| BR | 4428 | |
| MX | 2366 | 14.0% |
| ES | 314 | 1.9% |
| US | 230 | 1.4% |
| UY | 180 | 1.1% |
| CA | 12 | 0.1% |
| GB | 8 | < 0.1% |
| FR | 2 | < 0.1% |
| GT | 2 | < 0.1% |
| Other values (9) | 9 | 0.1% |
Length
| Value | Count | Frequency (%) |
| ar | 9329 | |
| br | 4428 | |
| mx | 2366 | 14.0% |
| es | 314 | 1.9% |
| us | 230 | 1.4% |
| uy | 180 | 1.1% |
| ca | 12 | 0.1% |
| gb | 8 | < 0.1% |
| fr | 2 | < 0.1% |
| gt | 2 | < 0.1% |
| Other values (9) | 9 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 13761 | |
| A | 9343 | |
| B | 4436 | 13.1% |
| M | 2366 | 7.0% |
| X | 2366 | 7.0% |
| S | 544 | 1.6% |
| U | 412 | 1.2% |
| E | 314 | 0.9% |
| Y | 180 | 0.5% |
| C | 15 | < 0.1% |
| Other values (9) | 23 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 33760 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 13761 | |
| A | 9343 | |
| B | 4436 | 13.1% |
| M | 2366 | 7.0% |
| X | 2366 | 7.0% |
| S | 544 | 1.6% |
| U | 412 | 1.2% |
| E | 314 | 0.9% |
| Y | 180 | 0.5% |
| C | 15 | < 0.1% |
| Other values (9) | 23 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 33760 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 13761 | |
| A | 9343 | |
| B | 4436 | 13.1% |
| M | 2366 | 7.0% |
| X | 2366 | 7.0% |
| S | 544 | 1.6% |
| U | 412 | 1.2% |
| E | 314 | 0.9% |
| Y | 180 | 0.5% |
| C | 15 | < 0.1% |
| Other values (9) | 23 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33760 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 13761 | |
| A | 9343 | |
| B | 4436 | 13.1% |
| M | 2366 | 7.0% |
| X | 2366 | 7.0% |
| S | 544 | 1.6% |
| U | 412 | 1.2% |
| E | 314 | 0.9% |
| Y | 180 | 0.5% |
| C | 15 | < 0.1% |
| Other values (9) | 23 | 0.1% |
| Distinct | 86 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 12864 |
| Missing (%) | 76.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6820991036 |
| Minimum | 0.12 |
|---|---|
| Maximum | 0.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 0.12 |
|---|---|
| 5-th percentile | 0.43 |
| Q1 | 0.58 |
| median | 0.68 |
| Q3 | 0.8 |
| 95-th percentile | 0.93 |
| Maximum | 0.99 |
| Range | 0.87 |
| Interquartile range (IQR) | 0.22 |
Descriptive statistics
| Standard deviation | 0.1532638716 |
|---|---|
| Coefficient of variation (CV) | 0.2246944334 |
| Kurtosis | -0.2041829345 |
| Mean | 0.6820991036 |
| Median Absolute Deviation (MAD) | 0.11 |
| Skewness | -0.2434129735 |
| Sum | 2739.31 |
| Variance | 0.02348981434 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.67 | 113 | 0.7% |
| 0.58 | 113 | 0.7% |
| 0.62 | 111 | 0.7% |
| 0.74 | 106 | 0.6% |
| 0.71 | 106 | 0.6% |
| 0.56 | 100 | 0.6% |
| 0.73 | 96 | 0.6% |
| 0.6 | 95 | 0.6% |
| 0.63 | 93 | 0.6% |
| 0.75 | 91 | 0.5% |
| Other values (76) | 2992 | 17.7% |
| (Missing) | 12864 |
| Value | Count | Frequency (%) |
| 0.12 | 1 | < 0.1% |
| 0.14 | 2 | |
| 0.15 | 1 | < 0.1% |
| 0.17 | 1 | < 0.1% |
| 0.18 | 2 | |
| 0.19 | 3 | |
| 0.2 | 3 | |
| 0.21 | 2 | |
| 0.22 | 2 | |
| 0.23 | 2 |
| Value | Count | Frequency (%) |
| 0.99 | 6 | < 0.1% |
| 0.98 | 33 | |
| 0.97 | 20 | 0.1% |
| 0.96 | 43 | |
| 0.95 | 37 | |
| 0.94 | 37 | |
| 0.93 | 42 | |
| 0.92 | 51 | |
| 0.91 | 37 | |
| 0.9 | 42 |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4323459716 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 10847 |
| Zeros (%) | 64.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6638597023 |
|---|---|
| Coefficient of variation (CV) | 1.535482567 |
| Kurtosis | 5.635365176 |
| Mean | 0.4323459716 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.876080003 |
| Sum | 7298 |
| Variance | 0.4407097043 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10847 | |
| 1 | 5058 | |
| 2 | 748 | 4.4% |
| 3 | 186 | 1.1% |
| 4 | 26 | 0.2% |
| 5 | 9 | 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 10847 | |
| 1 | 5058 | |
| 2 | 748 | 4.4% |
| 3 | 186 | 1.1% |
| 4 | 26 | 0.2% |
| 5 | 9 | 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 6 | 5 | < 0.1% |
| 5 | 9 | 0.1% |
| 4 | 26 | 0.2% |
| 3 | 186 | 1.1% |
| 2 | 748 | 4.4% |
| 1 | 5058 | |
| 0 | 10847 |
M
Real number (ℝ≥0)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.544135071 |
| Minimum | 1 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 13 |
| Range | 12 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.022384672 |
|---|---|
| Coefficient of variation (CV) | 0.6621083162 |
| Kurtosis | 12.79569976 |
| Mean | 1.544135071 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.972555044 |
| Sum | 26065 |
| Variance | 1.045270417 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 11344 | |
| 2 | 3448 | 20.4% |
| 3 | 1308 | 7.7% |
| 4 | 386 | 2.3% |
| 5 | 202 | 1.2% |
| 6 | 90 | 0.5% |
| 7 | 52 | 0.3% |
| 8 | 20 | 0.1% |
| 9 | 20 | 0.1% |
| 10 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 11344 | |
| 2 | 3448 | 20.4% |
| 3 | 1308 | 7.7% |
| 4 | 386 | 2.3% |
| 5 | 202 | 1.2% |
| 6 | 90 | 0.5% |
| 7 | 52 | 0.3% |
| 8 | 20 | 0.1% |
| 9 | 20 | 0.1% |
| 10 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 10 | 9 | 0.1% |
| 9 | 20 | 0.1% |
| 8 | 20 | 0.1% |
| 7 | 52 | 0.3% |
| 6 | 90 | 0.5% |
| 5 | 202 | 1.2% |
| 4 | 386 | 2.3% |
| 3 | 1308 | 7.7% |
| 2 | 3448 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.091765403 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4080805492 |
|---|---|
| Coefficient of variation (CV) | 0.3737804368 |
| Kurtosis | 70.83407697 |
| Mean | 1.091765403 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.842797754 |
| Sum | 18429 |
| Variance | 0.1665297346 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 15767 | |
| 2 | 826 | 4.9% |
| 3 | 201 | 1.2% |
| 4 | 51 | 0.3% |
| 5 | 22 | 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 15767 | |
| 2 | 826 | 4.9% |
| 3 | 201 | 1.2% |
| 4 | 51 | 0.3% |
| 5 | 22 | 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 4 | < 0.1% |
| 6 | 5 | < 0.1% |
| 5 | 22 | 0.1% |
| 4 | 51 | 0.3% |
| 3 | 201 | 1.2% |
| 2 | 826 | 4.9% |
| 1 | 15767 |
O
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 132.0 KiB |
| 0 | |
|---|---|
| 1 | 108 |
| 2 | 15 |
| 3 | 7 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 16880 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 16750 | |
| 1 | 108 | 0.6% |
| 2 | 15 | 0.1% |
| 3 | 7 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 16750 | |
| 1 | 108 | 0.6% |
| 2 | 15 | 0.1% |
| 3 | 7 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 16750 | |
| 1 | 108 | 0.6% |
| 2 | 15 | 0.1% |
| 3 | 7 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 16880 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 16750 | |
| 1 | 108 | 0.6% |
| 2 | 15 | 0.1% |
| 3 | 7 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 16880 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 16750 | |
| 1 | 108 | 0.6% |
| 2 | 15 | 0.1% |
| 3 | 7 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16880 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 16750 | |
| 1 | 108 | 0.6% |
| 2 | 15 | 0.1% |
| 3 | 7 | < 0.1% |
P
Real number (ℝ≥0)
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.630864929 |
| Minimum | 1 |
|---|---|
| Maximum | 41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 41 |
| Range | 40 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.088285962 |
|---|---|
| Coefficient of variation (CV) | 0.667306006 |
| Kurtosis | 108.2574792 |
| Mean | 1.630864929 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.776851493 |
| Sum | 27529 |
| Variance | 1.184366335 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 10787 | |
| 2 | 3383 | 20.0% |
| 3 | 1464 | 8.7% |
| 4 | 814 | 4.8% |
| 5 | 376 | 2.2% |
| 6 | 30 | 0.2% |
| 7 | 8 | < 0.1% |
| 8 | 8 | < 0.1% |
| 13 | 4 | < 0.1% |
| 10 | 2 | < 0.1% |
| Other values (4) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 10787 | |
| 2 | 3383 | 20.0% |
| 3 | 1464 | 8.7% |
| 4 | 814 | 4.8% |
| 5 | 376 | 2.2% |
| 6 | 30 | 0.2% |
| 7 | 8 | < 0.1% |
| 8 | 8 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 41 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 13 | 4 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 8 | < 0.1% |
| 7 | 8 | < 0.1% |
| 6 | 30 | 0.2% |
| 5 | 376 |
| Distinct | 605 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.445393957 |
| Minimum | 0 |
|---|---|
| Maximum | 2274.67 |
| Zeros | 16223 |
| Zeros (%) | 96.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2274.67 |
| Range | 2274.67 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 74.36772853 |
|---|---|
| Coefficient of variation (CV) | 8.805714559 |
| Kurtosis | 356.8723368 |
| Mean | 8.445393957 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 16.49927377 |
| Sum | 142558.25 |
| Variance | 5530.559047 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16223 | |
| 542.76 | 5 | < 0.1% |
| 159.03 | 4 | < 0.1% |
| 1912.02 | 3 | < 0.1% |
| 30.69 | 3 | < 0.1% |
| 31.75 | 2 | < 0.1% |
| 505.8 | 2 | < 0.1% |
| 437.17 | 2 | < 0.1% |
| 50 | 2 | < 0.1% |
| 30.31 | 2 | < 0.1% |
| Other values (595) | 632 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 16223 | |
| 1.59 | 2 | < 0.1% |
| 3.72 | 1 | < 0.1% |
| 5.3 | 1 | < 0.1% |
| 6.36 | 1 | < 0.1% |
| 7.84 | 1 | < 0.1% |
| 7.91 | 1 | < 0.1% |
| 10.01 | 1 | < 0.1% |
| 10.55 | 1 | < 0.1% |
| 10.62 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2274.67 | 1 | < 0.1% |
| 2263.43 | 1 | < 0.1% |
| 2082.04 | 1 | < 0.1% |
| 1912.02 | 3 | |
| 1884.88 | 1 | < 0.1% |
| 1857.74 | 1 | < 0.1% |
| 1697.93 | 1 | < 0.1% |
| 1538.74 | 1 | < 0.1% |
| 1379.55 | 1 | < 0.1% |
| 1345.08 | 1 | < 0.1% |
| Distinct | 109 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.994921209 |
| Minimum | 0 |
|---|---|
| Maximum | 2025.72 |
| Zeros | 16748 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2025.72 |
| Range | 2025.72 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 38.22248507 |
|---|---|
| Coefficient of variation (CV) | 19.15989709 |
| Kurtosis | 1299.178947 |
| Mean | 1.994921209 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 32.00153225 |
| Sum | 33674.27 |
| Variance | 1460.958365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16748 | |
| 52.16 | 5 | < 0.1% |
| 559.21 | 4 | < 0.1% |
| 194.81 | 3 | < 0.1% |
| 13.78 | 2 | < 0.1% |
| 39.78 | 2 | < 0.1% |
| 687.53 | 2 | < 0.1% |
| 2025.72 | 2 | < 0.1% |
| 294.72 | 2 | < 0.1% |
| 30.76 | 2 | < 0.1% |
| Other values (99) | 108 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 16748 | |
| 13.78 | 2 | < 0.1% |
| 14.19 | 1 | < 0.1% |
| 15.08 | 1 | < 0.1% |
| 17.92 | 1 | < 0.1% |
| 18.02 | 1 | < 0.1% |
| 19.01 | 1 | < 0.1% |
| 21.15 | 1 | < 0.1% |
| 21.25 | 1 | < 0.1% |
| 22.16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2025.72 | 2 | |
| 1431.18 | 1 | |
| 1112.43 | 1 | |
| 1055.46 | 1 | |
| 1033.55 | 1 | |
| 984.44 | 1 | |
| 919.84 | 1 | |
| 912.46 | 2 | |
| 818.12 | 1 | |
| 766.84 | 1 |
| Distinct | 6467 |
|---|---|
| Distinct (%) | 38.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.12772038 |
| Minimum | -1 |
|---|---|
| Maximum | 99.97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 136 |
| Negative (%) | 0.8% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 9.56 |
| median | 20.64 |
| Q3 | 39.2125 |
| 95-th percentile | 89.7705 |
| Maximum | 99.97 |
| Range | 100.97 |
| Interquartile range (IQR) | 29.6525 |
Descriptive statistics
| Standard deviation | 26.51054805 |
|---|---|
| Coefficient of variation (CV) | 0.9101483984 |
| Kurtosis | 0.489546419 |
| Mean | 29.12772038 |
| Median Absolute Deviation (MAD) | 13.13 |
| Skewness | 1.213007308 |
| Sum | 491675.92 |
| Variance | 702.809158 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 136 | 0.8% |
| 7.25 | 12 | 0.1% |
| 3.88 | 12 | 0.1% |
| 0.53 | 12 | 0.1% |
| 6.51 | 11 | 0.1% |
| 1.17 | 11 | 0.1% |
| 11.61 | 11 | 0.1% |
| 0.55 | 11 | 0.1% |
| 15.47 | 10 | 0.1% |
| 6.53 | 10 | 0.1% |
| Other values (6457) | 16644 |
| Value | Count | Frequency (%) |
| -1 | 136 | |
| 0.07 | 1 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.09 | 2 | < 0.1% |
| 0.1 | 5 | < 0.1% |
| 0.11 | 2 | < 0.1% |
| 0.12 | 2 | < 0.1% |
| 0.13 | 4 | < 0.1% |
| 0.14 | 3 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99.97 | 1 | |
| 99.92 | 1 | |
| 99.91 | 1 | |
| 99.82 | 1 | |
| 99.81 | 1 | |
| 99.77 | 1 | |
| 99.71 | 1 | |
| 99.69 | 1 | |
| 99.68 | 1 | |
| 99.64 | 1 |
Monto
Real number (ℝ≥0)
| Distinct | 9616 |
|---|---|
| Distinct (%) | 57.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 161.8370332 |
| Minimum | 0.05 |
|---|---|
| Maximum | 12538.44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 132.0 KiB |
Quantile statistics
| Minimum | 0.05 |
|---|---|
| 5-th percentile | 14.59 |
| Q1 | 33.8075 |
| median | 81.645 |
| Q3 | 193.44 |
| 95-th percentile | 531.9285 |
| Maximum | 12538.44 |
| Range | 12538.39 |
| Interquartile range (IQR) | 159.6325 |
Descriptive statistics
| Standard deviation | 275.4999614 |
|---|---|
| Coefficient of variation (CV) | 1.702329535 |
| Kurtosis | 331.6162788 |
| Mean | 161.8370332 |
| Median Absolute Deviation (MAD) | 55.795 |
| Skewness | 11.72324957 |
| Sum | 2731809.12 |
| Variance | 75900.22874 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26.45 | 49 | 0.3% |
| 29.1 | 43 | 0.3% |
| 31.75 | 42 | 0.2% |
| 37.05 | 37 | 0.2% |
| 29.16 | 33 | 0.2% |
| 26.58 | 29 | 0.2% |
| 158.98 | 29 | 0.2% |
| 29.24 | 28 | 0.2% |
| 21.15 | 27 | 0.2% |
| 10.55 | 26 | 0.2% |
| Other values (9606) | 16537 |
| Value | Count | Frequency (%) |
| 0.05 | 1 | < 0.1% |
| 0.27 | 2 | |
| 0.37 | 1 | < 0.1% |
| 0.48 | 1 | < 0.1% |
| 0.53 | 4 | |
| 0.58 | 1 | < 0.1% |
| 0.64 | 1 | < 0.1% |
| 0.8 | 1 | < 0.1% |
| 0.91 | 1 | < 0.1% |
| 0.96 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12538.44 | 1 | |
| 7089.76 | 1 | |
| 5831.16 | 2 | |
| 5332.67 | 1 | |
| 5317.43 | 1 | |
| 5306.95 | 1 | |
| 4130.3 | 1 | |
| 3975.79 | 1 | |
| 3830.09 | 1 | |
| 3530.38 | 1 |
Fraude
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 132.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 16880 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12269 | |
| 1 | 4611 | 27.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 12269 | |
| 1 | 4611 | 27.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12269 | |
| 1 | 4611 | 27.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 16880 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12269 | |
| 1 | 4611 | 27.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 16880 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12269 | |
| 1 | 4611 | 27.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16880 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12269 | |
| 1 | 4611 | 27.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | Monto | Fraude | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 10 | 50257.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | UY | 0.80 | 0 | 3 | 1 | 0 | 5 | 0.00 | 0.00 | 7.25 | 37.51 | 1 |
| 1 | 0 | 10 | 29014.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | UY | NaN | 0 | 1 | 1 | 0 | 3 | 0.00 | 0.00 | 11.66 | 8.18 | 1 |
| 2 | 0 | 7 | 92.00 | 0 | 1 | 0.00 | 0.00 | 0 | 1 | UY | NaN | 0 | 3 | 1 | 0 | 2 | 0.00 | 0.00 | 86.97 | 13.96 | 1 |
| 3 | 9 | 16 | 50269.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | UY | 0.91 | 0 | 3 | 1 | 0 | 5 | 0.00 | 0.00 | 2.51 | 93.67 | 1 |
| 4 | 0 | 8 | 8180.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | UY | NaN | 0 | 1 | 1 | 0 | 1 | 0.00 | 0.00 | 25.96 | 135.40 | 1 |
| 5 | 1 | 12 | 1141.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | UY | 0.47 | 0 | 1 | 1 | 0 | 1 | 0.00 | 0.00 | 31.64 | 31.21 | 1 |
| 6 | 10 | 18 | 4560.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | UY | 0.67 | 0 | 3 | 1 | 0 | 5 | 0.00 | 0.00 | 2.55 | 26.99 | 1 |
| 7 | 0 | 10 | 38.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | UY | NaN | 0 | 1 | 1 | 1 | 5 | 0.00 | 0.00 | 26.72 | 83.30 | 1 |
| 8 | 0 | 14 | 3790.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | UY | 0.56 | 0 | 1 | 1 | 1 | 5 | 0.00 | 0.00 | 43.21 | 30.89 | 1 |
| 9 | 0 | 16 | 23210.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | UY | NaN | 1 | 1 | 1 | 0 | 2 | 0.00 | 0.00 | 9.27 | 52.05 | 1 |
Last rows
| A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | Monto | Fraude | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16870 | 0 | 13 | 15153.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | BR | 0.71 | 0 | 2 | 1 | 0 | 3 | 0.00 | 0.00 | 88.86 | 61.88 | 1 |
| 16871 | 2 | 15 | 19937.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | BR | NaN | 0 | 2 | 1 | 0 | 1 | 0.00 | 0.00 | 65.25 | 345.96 | 1 |
| 16872 | 1 | 13 | 88579.00 | 7 | 0 | 0.00 | 0.00 | 0 | 0 | BR | NaN | 1 | 1 | 1 | 0 | 1 | 0.00 | 0.00 | 40.94 | 316.74 | 1 |
| 16873 | 1 | 1 | 89008.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | BR | NaN | 0 | 1 | 1 | 0 | 1 | 0.00 | 0.00 | 30.14 | 521.58 | 1 |
| 16874 | 0 | 4 | 468467.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | BR | NaN | 0 | 1 | 1 | 0 | 1 | 0.00 | 0.00 | 16.15 | 128.41 | 1 |
| 16875 | 0 | 3 | 63302.00 | 0 | 1 | 0.50 | 0.00 | 0 | 0 | BR | NaN | 1 | 1 | 1 | 0 | 1 | 0.00 | 0.00 | 85.73 | 132.17 | 1 |
| 16876 | 0 | 12 | 825.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | BR | NaN | 1 | 1 | 1 | 0 | 5 | 0.00 | 0.00 | 12.50 | 26.34 | 1 |
| 16877 | 1 | 3 | 81067.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | BR | 0.72 | 0 | 1 | 1 | 0 | 1 | 0.00 | 0.00 | 24.16 | 195.63 | 1 |
| 16878 | 0 | 9 | 398372.00 | 0 | 0 | 0.00 | 0.00 | 0 | 0 | BR | NaN | 0 | 2 | 1 | 0 | 1 | 0.00 | 0.00 | 29.00 | 36.97 | 1 |
| 16879 | 0 | 12 | 15128.00 | 0 | 3 | 0.00 | 0.00 | 0 | 0 | BR | NaN | 0 | 2 | 1 | 0 | 1 | 0.00 | 0.00 | 87.08 | 21.58 | 1 |